Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Home Assistant Custom component to calculate estimated power consumption of lights and other appliances

01Result

bramstroker/homeassistant-powercalc ↗

bramstroker/homeassistant-powercalc AI coding statistics: 4.1%

of 1,454 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4.1% agent · top contributor 75%6 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

60
agent commits
1,394
other considered commits
6
agent contributors
75%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

60assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%118
2026-038.2%49
2026-045.4%74
2026-055.6%36
2026-063%67
2026-071.4%285
2026-086.7%585
2026-092.1%240

Peak month: 8.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic594.1%
GitHub CopilotGitHub10.1%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • 575515db on GitHubfix(profile): LTW018 measure_method manual, meter variant, low brightness Claude Code
  • 3b16fd1b on GitHubfeat(profile): add signify LTW018Claude Code
  • 2c184731 on GitHubfix(profile): share Zigbee2MQTT alias 9290012573A across Hue color bulbsClaude Code
  • 076e0a00 on GitHubPotential fix for code scanning alert no. 15: Workflow does not contain peGitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window2,111
Merge commits removed−445
CI / dependency bots removed−212
Considered1,454

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Python AI coding statisticsCompare evidence across Python repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli bramstroker/homeassistant-powercalc

Scan another repository

Try